| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 |
| Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism | Jul 14, 2021 | GPUTransfer Learning | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| CrAM: A Compression-Aware Minimizer | Jul 28, 2022 | GPUImage Classification | CodeCode Available | 1 |
| Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction | Sep 25, 2023 | GPUMRI Reconstruction | CodeCode Available | 1 |
| A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction | Feb 7, 2024 | AvgCPU | CodeCode Available | 1 |
| Lite Training Strategies for Portuguese-English and English-Portuguese Translation | Aug 20, 2020 | GPUMachine Translation | CodeCode Available | 1 |
| BDIS: Bayesian Dense Inverse Searching Method for Real-Time Stereo Surgical Image Matching | May 6, 2022 | CPUGPU | CodeCode Available | 1 |
| An efficient deep neural network to find small objects in large 3D images | Oct 16, 2022 | AnatomyGPU | CodeCode Available | 1 |
| CPM-2: Large-scale Cost-effective Pre-trained Language Models | Jun 20, 2021 | DecoderGPU | CodeCode Available | 1 |
| Character Time-series Matching For Robust License Plate Recognition | Jul 21, 2023 | GPULicense Plate Detection | CodeCode Available | 1 |
| CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment | Apr 26, 2021 | AllDiversity | CodeCode Available | 1 |
| FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system | Apr 21, 2023 | CPUGPU | CodeCode Available | 1 |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization | May 19, 2025 | GPUQuantization | CodeCode Available | 1 |
| LLM-Pilot: Characterize and Optimize Performance of your LLM Inference Services | Oct 3, 2024 | BenchmarkingGPU | CodeCode Available | 1 |
| Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines | Jul 14, 2021 | GPUScheduling | CodeCode Available | 1 |
| BayesSimIG: Scalable Parameter Inference for Adaptive Domain Randomization with IsaacGym | Jul 9, 2021 | GPUReinforcement Learning (RL) | CodeCode Available | 1 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems | May 3, 2023 | GPU | CodeCode Available | 1 |
| City-on-Web: Real-time Neural Rendering of Large-scale Scenes on the Web | Dec 27, 2023 | 3D Scene ReconstructionGPU | CodeCode Available | 1 |
| LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network Inference | Dec 4, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Bayesian Optimization for auto-tuning GPU kernels | Nov 26, 2021 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
